Black Beard Algae

Im not sure if I've named it coreectly but thats what it looks like. It grows
in little tufts on the edges of older leaves on slower growing plants.
Grows to about 4-5mm
long and is dark green to black in colour.   It is very tough and difficult
to remove.  What causes it and how do I get rid of it?